EMNLP

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

EMNLP 公式サイト ↗

Natural Language Processing

2025 · 1,668 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2025 · EMNLP
GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models
Jixiao Zhang, Chunsheng Zuo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models
Lijia Lv, Yuanshu Zhao, Guan Wang, Xuehai Tang, Wen Jie, Jizhong Han, Songlin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GenLink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-SQL
Zhifeng Hao, Junqi Huang, Shaobin Shi, Ruichu Cai, Boyan Xu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Generative Annotation for ASR Named Entity Correction
Yuanchang Luo, Daimeng Wei, Shaojun Li, Hengchao Shang, Jiaxin Guo, Zongyao Li, Zhanglin Wu, Xiaoyu Chen, Zhiqiang Rao, Jinlong Yang, Hao Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
Siva Rajesh Kasa, Karan Gupta, Sumegh Roychowdhury, Ashutosh Kumar, Yaswanth Biruduraju, Santhosh Kumar Kasa, Pattisapu Nikhil Priyatam, Arindam Bhattacharya, Shailendra Agarwal, Vijay Huddar
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
Xingzuo Li, Kehai Chen, Yunfei Long, Xuefeng Bai, Yong Xu, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Genre Matters: How Text Types Interact with Decoding Strategies and Lexical Predictors in Shaping Reading Behavior
Lena Sophia Bolliger, Lena Ann Jäger
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GeoEdit: Geometric Knowledge Editing for Large Language Models
Yujie Feng, Li-Ming Zhan, Zexin Lu, Yongxin Xu, Xu Chu, Yasha Wang, Jiannong Cao, Philip S. Yu, Xiao-Ming Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Glider: Global and Local Instruction-Driven Expert Router
Pingzhi Li, Prateek Yadav, Jaehong Yoon, Jie Peng, Yi-Lin Sung, Mohit Bansal, Tianlong Chen
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where?
Grace LeFevre, Qingcheng Zeng, Adam Leif, Jason Jewell, Denis Peskoff, Rob Voigt
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
Chenhao Huang, Ziyu Shen, Yicong Ren, Huiyuan Zheng, Jiazheng Zhang, Mingxu Chai, Ming Zhang, Shihan Dou, Fan Mo, Jie Shi, Tao Gui, Qi Zhang, Xuanjing Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GraDaSE: Graph-Based Dataset Search with Examples
Jing He, Mingyang Lv, Qing Shi, Gong Cheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Graceful Forgetting in Generative Language Models
Chunyang Jiang, Chi-Min Chan, Yiyang Cai, Yulong Liu, Wei Xue, Yike Guo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations
Jin Peng Zhou, Séb Arnold, Nan Ding, Kilian Q Weinberger, Nan Hua, Fei Sha
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
Tianlu Zheng, Yifan Zhang, Xiang An, Ziyong Feng, Kaicheng Yang, Qichuan Ding
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI
Octavian Alexandru Trifan, Jason Lee Weber, Marc Titus Trifan, Alexandru Nicolau, Alexander Veidenbaum
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Graph-Guided Textual Explanation Generation Framework
Shuzhou Yuan, Jingyi Sun, Ran Zhang, Michael Färber, Steffen Eger, Pepa Atanasova, Isabelle Augenstein
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning
Yicong Wu, Guangyue Lu, Yuan Zuo, Huarong Zhang, Junjie Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GraphAgent: Agentic Graph Language Assistant
Yuhao Yang, Jiabin Tang, Lianghao Xia, Xingchen Zou, Yuxuan Liang, Chao Huang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction
Xuelin Li, Xiangqi Jin, Linfeng Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands
Claudiu Daniel Hromei, Antonio Scaiella, Danilo Croce, Roberto Basili
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Grounding Multilingual Multimodal LLMs With Cultural Knowledge
Jean De Dieu Nyandwi, Yueqi Song, Simran Khanuja, Graham Neubig
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Group-Aware Reinforcement Learning for Output Diversity in Large Language Models
Oron Anschel, Alon Shoshan, Adam Botach, Shunit Haviv Hakimi, Asaf Gendler, Emanuel Ben Baruch, Nadav Bhonker, Igor Kviatkovsky, Manoj Aggarwal, Gerard Medioni
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups
Davide Ghilardi, Federico Belotti, Marco Molinari, Tao Ma, Matteo Palmonari
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings
Amit Gajbhiye, Thomas Bailleux, Zied Bouraoui, Luis Espinosa-Anke, Steven Schockaert
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models
Dylan Hutson, Daniel Vennemeyer, Aneesh Deshmukh, Justin Zhan, Tianyu Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation
Yiding Wang, Fanxu Meng, Xuefeng Zhang, Fan Jiang, Pingzhi Tang, Muhan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America
Guido Ivetta, Marcos J Gomez, Sofía Martinelli, Pietro Palombini, M Emilia Echeveste, Nair Carolina Mazzeo, Beatriz Busaniche, Luciana Benotti
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HICode: Hierarchical Inductive Coding with LLMs
Mian Zhong, Pristina Wang, Anjalie Field
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HMoE: Heterogeneous Mixture of Experts for Language Modeling
An Wang, Xingwu Sun, Ruobing Xie, Shuaipeng Li, Jiaqi Zhu, Zhen Yang, Pinxue Zhao, Weidong Han, Zhanhui Kang, Di Wang, Naoaki Okazaki, Cheng-zhong Xu
Natural Language Processing
日本大学: 東京科学大学
2025 · EMNLP
HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation
Feng Xiong, Hongling Xu, Yifei Wang, Runxi Cheng, Yong Wang, Xiangxiang Chu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection
Yiheng Jing, Mingming Zhang, Yong Zhuang, Jiacheng Guo, Juan Wang, Xiaoyang Xu, Wenzhe Yi, Keyan Guo, Hongxin Hu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification
Fabian Karl, Ansgar Scherp
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Hallucination Detection in LLMs Using Spectral Features of Attention Maps
Jakub Binkowski, Denis Janiak, Albert Sawczyn, Bogdan Gabrys, Tomasz Jan Kajdanowicz
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation
Li Zhou, Lutong Yu, Dongchu Xie, Shaohuan Cheng, Wenyan Li, Haizhou Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding
Seongho Joo, Hyukhun Koh, Kyomin Jung
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education
Qian Wu, Zheyao Gao, Longfei Gou, Yifan Hou, Ann Sin Nga Lau, Qi Dou
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs
Qianqi Yan, Hongquan Li, Shan Jiang, Yang Zhao, Xinze Guan, Ching-Chen Kuo, Xin Eric Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Hierarchical Bracketing Encodings Work for Dependency Graphs
Ana Ezquerro, Carlos Gómez-Rodríguez, David Vilares
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration
Longkai Cheng, Along He, Mulin Li, Xueshuo Xie, Tao Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech
Jonathan Pofcher, Christopher M. Homan, Randall Sell, Ashiqur R. KhudaBukhsh
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads
Ingeol Baek, Hwan Chang, Sunghyun Ryu, Hwanhee Lee
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis
Herun Wan, Minnan Luo, Zihan Ma, Guang Dai, Xiang Zhao
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis
Yushi Yang, Filip Sondej, Harry Mayne, Andrew Lee, Adam Mahdi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison
Jiayin Wang, Zhiqiang Guo, Weizhi Ma, Min Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
Minglai Yang, Ethan Huang, Liang Zhang, Mihai Surdeanu, William Yang Wang, Liangming Pan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination
Saad Obaid Ul Islam, Anne Lauscher, Goran Glavaš
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Persuasive Is Your Context?
Tu Nguyen, Kevin Du, Alexander Miserlis Hoyle, Ryan Cotterell
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Private are Language Models in Abstractive Summarization?
Anthony Hughes, Nikolaos Aletras, Ning Ma
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs?
Hansi Wang, Yue Wang, Qiliang Liang, Yang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future
Zerui Chen, Huiming Fan, Qianyu Wang, Tao He, Ming Liu, Heng Chang, Weijiang Yu, Ze Li, Bing Qin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How do autoregressive transformers solve full addition?
Wang Peixu, Chen Yu, Yu Ming, Cheng Xiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How to Make Large Language Models Generate 100% Valid Molecules?
Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation
Ruohao Guo, Wei Xu, Alan Ritter
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models
Kangtao Lv, Haibin Chen, Yujin Yuan, Langming Liu, Shilei Liu, Yongwei Wang, Wenbo Su, Bo Zheng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Humanizing Machines: Rethinking LLM Anthropomorphism Through a Multi-Level Framework of Design
Yunze Xiao, Lynnette Hui Xian Ng, Jiarui Liu, Mona T. Diab
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts
Georgios Chochlakis, Peter Wu, Tikka Arjun Singh Bedi, Marcus Ma, Kristina Lerman, Shrikanth Narayanan
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging
Taha Ceritli, Ondrej Bohdal, Mete Ozay, Jijoong Moon, Kyenghun Lee, Hyeonmok Ko, Umberto Michieli
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning
Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance
Rosni Vasu, Chandrayee Basu, Bhavana Dalvi Mishra, Cristina Sarasua, Peter Clark, Abraham Bernstein
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
HyperKGR: Knowledge Graph Reasoning in Hyperbolic Space with Graph Neural Network Encoding Symbolic Path
Lihui Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment
Zhipeng Bian, Jieming Zhu, Qijiong Liu, Wang Lin, Guohao Cai, Zhaocheng Du, Jiacheng Sun, Zhou Zhao, Zhenhua Dong
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ICL CIPHERS: Quantifying ”Learning” in In-Context Learning via Substitution Ciphers
Zhouxiang Fang, Aayush Mishra, Muhan Gao, Anqi Liu, Daniel Khashabi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
ICR: Iterative Clarification and Rewriting for Conversational Search
Zhiyu Cao, Peifeng Li, Qiaoming Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IG-Pruning: Input-Guided Block Pruning for Large Language Models
Kangyu Qiao, Shaolei Zhang, Yang Feng
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, JingBo Zhu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval
Shounak Paul, Dhananjay Ghumare, Pawan Goyal, Saptarshi Ghosh, Ashutosh Modi
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Icon^2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
Qiyuan Chen, Hongsen Huang, Qian Shao, Jiahe Chen, Jintai Chen, Hongxia Xu, Renjie Hua, Ren Chuan, Jian Wu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Identification of Multiple Logical Interpretations in Counter-Arguments
Wenzhi Wang, Paul Reisert, Shoichi Naito, Naoya Inoue, Machi Shimmei, Surawat Pothong, Jungmin Choi, Kentaro Inui
Natural Language Processing
日本大学: 北陸先端科学技術大学院大学 / 東北大学
2025 · EMNLP
Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation
Mert Inan, Anthony Sicilia, Alex Xie, Saujas Vaduguru, Daniel Fried, Malihe Alikhani
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Identifying Pre-training Data in LLMs: A Neuron Activation-Based Detection Framework
Hongyi Tang, Zhihao Zhu, Yi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Identifying Unlearned Data in LLMs via Membership Inference Attacks
Advit Deepak, Megan Mou, Jing Huang, Diyi Yang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Identifying and Answering Questions with False Assumptions: An Interpretable Approach
Zijie Wang, Eduardo Blanco
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards
Xiaolong Wei, Bo Lu, Xingyu Zhang, Zhejun Zhao, Dongdong Shen, Long Xia, Dawei Yin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Image Embedding Sampling Method for Diverse Captioning
Sania Waheed, Na Min An
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations
Yunzhe Wang, Gale Lucas, Burcin Becerik-Gerber, Volkan Ustun
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Implicit Values Embedded in How Humans and LLMs Complete Subjective Everyday Tasks
Arjun Arunasalam, Madison Pickering, Z. Berkay Celik, Blase Ur
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers
Eugene Jang, Kimin Lee, Jin-Woo Chung, Keuntae Park, Seungwon Shin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improve LLM-as-a-Judge Ability as a General Ability
Jiachen Yu, Shaoning Sun, Xiaohui Hu, Jiaxu Yan, Kaidong Yu, Xuelong Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Chemical Understanding of LLMs via SMILES Parsing
Yunhui Jang, Jaehyung Kim, Sungsoo Ahn
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels
Xiaotong Zhang, Ying Li
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Context Fidelity via Native Retrieval-Augmented Reasoning
Suyuchen Wang, Jinlin Wang, Xinyu Wang, Shiqi Li, Xiangru Tang, Sirui Hong, Xiao-Wen Chang, Chenglin Wu, Bang Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Cross Lingual Transfer by Pretraining with Active Forgetting
Divyanshu Aggarwal, Ashutosh Sathe, Sunayana Sitaram
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Handshape Representations for Sign Language Processing: A Graph Neural Network Approach
Alessa Carbo, Eric Nalisnick
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Informally Romanized Language Identification
Adrian Benton, Alexander Gutkin, Christo Kirov, Brian Roark
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Instruct Models for Free: A Study on Partial Adaptation
Ozan Irsoy, Pengxiang Cheng, Jennifer L Chen, Daniel Preotiuc-Pietro, Shiyue Zhang, Duccio Pappadopulo
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Large Language Model Safety with Contrastive Representation Learning
Samuel Simko, Mrinmaya Sachan, Bernhard Schölkopf, Zhijing Jin
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations
Peichao Lai, Jiaxin Gan, Feiyang Ye, Wentao Zhang, Fangcheng Fu, Yilei Wang, Bin Cui
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations
Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto, Barry Haddow, Alexandra Birch
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL
Jessica Hoffmann, Christiane Ahlheim, Zac Yu, Aria Walfrand, Jarvis Jin, Marie Tano, Ahmad Beirami, Erin MacMurray van Liemt, Nithum Thain, Hakim Sidahmed, Lucas Dixon
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Online Job Advertisement Analysis via Compositional Entity Extraction
Kai Krüger, Johanna Binnewitt, Kathrin Ehmann, Stefan Winnige, Alan Akbik
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information
Yao Chen, Jiawei Sheng, Wenyuan Zhang, Tingwen Liu
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations
Varun Dhanraj, Chris Eliasmith
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
Abhinav Arabelly, Jagrut Nemade, Robert D Nowak, Jifan Zhang
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving Zero-shot Sentence Decontextualisation with Content Selection and Planning
Zhenyun Deng, Yulong Chen, Andreas Vlachos
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics
Aloka Fernando, Nisansa de Silva, Menan Velayuthan, Charitha Rathnayake, Surangika Ranathunga
Natural Language Processing
日本大学: 関与なし（対象大学）
2025 · EMNLP
In Benchmarks We Trust ... Or Not?
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Natural Language Processing
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